It can be revoked, but the the official name of the card is a "permanent resident card" because holders have the status of "permanent resident." Calling them temporary wouldn't really clarify anything.

Strictly speaking, even citizenship can be revoked; there's a difference in the legal term permanent as it applies to residency and the common definition of the word.